Papers
Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition
Dasol Choi, Seunghyun Lee, Youngsook Song
Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs
Shei Pern Chua, Zhen Leng Thai, Kai Jun Teh et al.
BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection
Guowen Zhang, Chenhang He, Liyi Chen et al.
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
Jiannan Guan, Qiguang Chen, Libo Qin et al.
Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents
Qihao Wang, Yue Hu, Mingzhe Lu et al.
Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark
Jieun Park, KyungTae Lim, Joon-ho Lim
Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning
Qisheng Su, Shiting Huang, Zhen Fang et al.
Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
Pengfei Jin, Peng Shu, Sifan Song et al.
Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training
Jeffrey Li, Joshua P Gardner, Doug Kang et al.
Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR
Mengxiao Zhu, Haixu Chen, Jiu Sha et al.
Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models
Sumanth Manduru, Carlotta Domeniconi
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
Hong-Hanh Nguyen-Le, Van-Tuan Tran, Thuc D. Nguyen et al.
Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness
Xinbao Qiao, Ningning Ding, Yushi Cheng et al.
Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance
Yao Fu, Ran Qiu, Xinhe Wang et al.
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
Huizai Yao, Sicheng Zhao, Pengteng Li et al.
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
Yihua Zhu, Qianying Liu, Akiko Aizawa et al.
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
Huiyao Chen, Yi Yang, Yinghui Li et al.
Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization
Chih-Chieh Chen, Chang-Fu Kuo
Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation
Le Chen, Nuo Xu, Winson Chen et al.
Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
Thanh Vinh Nguyen, Ngo Van Dong, Minh Chu Xuan et al.
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
Rongchao Zhang, Yiwei Lou, Yu Huang et al.
Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
Zhongjie Ba, Liang Yi, Peng Cheng et al.
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
Zhicheng Liao, Dongxu Wu, Zhenshan Shi et al.
Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models
Yuan Zhou, Yan Zhang, Jianlong Chang et al.
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios
Conghui Niu, Ningxin Wu, Ziran Zhao et al.